SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
Information retrieval on the web
ACM Computing Surveys (CSUR)
Rank aggregation methods for the Web
Proceedings of the 10th international conference on World Wide Web
Web page scoring systems for horizontal and vertical search
Proceedings of the 11th international conference on World Wide Web
Proceedings of the 11th international conference on World Wide Web
Proceedings of the 2nd ACM/IEEE-CS joint conference on Digital libraries
Implementation of relevance feedback for content-based music retrieval based on user prefences
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
Some Formal Analysis of Rocchio's Similarity-Based Relevance Feedback Algorithm
Information Retrieval
Genetic Algorithms and Machine Learning
Machine Learning
Topic-Sensitive PageRank: A Context-Sensitive Ranking Algorithm for Web Search
IEEE Transactions on Knowledge and Data Engineering
Web Image Retrieval Re-Ranking with Relevance Model
WI '03 Proceedings of the 2003 IEEE/WIC International Conference on Web Intelligence
Tracking changes in user interests with a few relevance judgments
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Implicit Concept-based Image Indexing and Retrieval
MMM '04 Proceedings of the 10th International Multimedia Modelling Conference
An Informed Operator Approach to Tackle Diversity Constraints in Evolutionary Search
ITCC '04 Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC'04) Volume 2 - Volume 2
Multimedia Retrieval Benchmarks
IEEE MultiMedia
A novel log-based relevance feedback technique in content-based image retrieval
Proceedings of the 12th annual ACM international conference on Multimedia
Teaching key topics in computer science and information systems through a web search engine project
Journal on Educational Resources in Computing (JERIC)
SERF: integrating human recommendations with search
Proceedings of the thirteenth ACM international conference on Information and knowledge management
A Fuzzy Expert System for Concept-Based Image Indexing and Retrieval
MMM '05 Proceedings of the 11th International Multimedia Modelling Conference
Comparing relevance feedback algorithms for web search
WWW '05 Special interest tracks and posters of the 14th international conference on World Wide Web
User term feedback in interactive text-based image retrieval
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Active feedback in ad hoc information retrieval
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Efficient and self-tuning incremental query expansion for top-k query processing
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Grouping Users' Communities in an Interactive Web-Based Learning System: A Data Mining Approach
ICALT '05 Proceedings of the Fifth IEEE International Conference on Advanced Learning Technologies
Evaluating similarity measures: a large-scale study in the orkut social network
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Journal of the ACM (JACM)
User Guidance: From Theory to Practice, the Case of Visual Data Mining
ICTAI '05 Proceedings of the 17th IEEE International Conference on Tools with Artificial Intelligence
A pruning-based approach for supporting Top-K join queries
Proceedings of the 15th international conference on World Wide Web
Adaptive mutation with fitness and allele distribution correlation for genetic algorithms
Proceedings of the 2006 ACM symposium on Applied computing
On the local performance of simulated annealing and the (1+1) evolutionary algorithm
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Dynamics of evolutionary robustness
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Catching web crawlers in the act
ICWE '06 Proceedings of the 6th international conference on Web engineering
Multiobjective simulation optimization using an enhanced genetic algorithm
WSC '05 Proceedings of the 37th conference on Winter simulation
Proceedings of the 6th ACM SIGCOMM conference on Internet measurement
Community annotation and remix: a research platform and pilot deployment
Proceedings of the 1st ACM international workshop on Human-centered multimedia
Efficient top-k hyperplane query processing for multimedia information retrieval
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Pruning strategies for mixed-mode querying
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
A study on the effects of personalization and task information on implicit feedback performance
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
A large-scale study of robots.txt
Proceedings of the 16th international conference on World Wide Web
Exploring social dynamics in online media sharing
Proceedings of the 16th international conference on World Wide Web
A Multi-Agent Simulation Framework for Spiders Traversing the Semantic Web
WI '06 Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence
Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries
Decoding the structure of the WWW: A comparative analysis of Web crawls
ACM Transactions on the Web (TWEB)
Negative Samples Analysis in Relevance Feedback
IEEE Transactions on Knowledge and Data Engineering
Measurement and analysis of online social networks
Proceedings of the 7th ACM SIGCOMM conference on Internet measurement
Top-k query evaluation with probabilistic guarantees
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
TopX: efficient and versatile top-k query processing for semistructured data
The VLDB Journal — The International Journal on Very Large Data Bases
Best position algorithms for top-k queries
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
A Genetic Clustering Technique Using a New Line Symmetry Based Distance Measure
ADCOM '07 Proceedings of the 15th International Conference on Advanced Computing and Communications
User Participation in Social Media: Digg Study
WI-IATW '07 Proceedings of the 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops
Blogger ethics and YouTube common sense
ACM SIGCSE Bulletin
Contextual advertising by combining relevance with click feedback
Proceedings of the 17th international conference on World Wide Web
IRLbot: scaling to 6 billion pages and beyond
Proceedings of the 17th international conference on World Wide Web
Finding the right facts in the crowd: factoid question answering over social media
Proceedings of the 17th international conference on World Wide Web
Video suggestion and discovery for youtube: taking random walks through the view graph
Proceedings of the 17th international conference on World Wide Web
The future of online social interactions: what to expect in 2020
Proceedings of the 17th international conference on World Wide Web
On efficient top-k query processing in highly distributed environments
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
Probabilistic top-k and ranking-aggregate queries
ACM Transactions on Database Systems (TODS)
Using Pseudo-Relevance Feedback to Improve Image Retrieval Results
Advances in Multilingual and Multimodal Information Retrieval
Automatic Semantic Annotation of Real-World Web Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Adaptive search engines as discovery games: an evolutionary approach
Proceedings of the 6th International Conference on Advances in Mobile Computing and Multimedia
Community Adaptive Search Engines
International Journal of Advanced Intelligence Paradigms
Reinforcement learning: a survey
Journal of Artificial Intelligence Research
IEEE Transactions on Image Processing
Multimedia search with pseudo-relevance feedback
CIVR'03 Proceedings of the 2nd international conference on Image and video retrieval
Multimedia data mining and searching through dynamic index evolution
VISUAL'07 Proceedings of the 9th international conference on Advances in visual information systems
Cross-media retrieval using query dependent search methods
Pattern Recognition
CPM'05 Proceedings of the 16th annual conference on Combinatorial Pattern Matching
Mining Semantic Correlation of Heterogeneous Multimedia Data for Cross-Media Retrieval
IEEE Transactions on Multimedia
Effective Image Retrieval Based on Hidden Concept Discovery in Image Database
IEEE Transactions on Image Processing
Relevance feedback: a power tool for interactive content-based image retrieval
IEEE Transactions on Circuits and Systems for Video Technology
Which Components are Important for Interactive Image Searching?
IEEE Transactions on Circuits and Systems for Video Technology
Hi-index | 0.00 |
Effective sharing of diverse social media is often inhibited by limitations in their search and discovery mechanisms, which are particularly restrictive for media that do not lend themselves to automatic processing or indexing. Here, we present the structure and mechanism of an adaptive search engine which is designed to overcome such limitations. The basic framework of the adaptive search engine is to capture human judgment in the course of normal usage from user queries in order to develop semantic indexes which link search terms to media objects semantics. This approach is particularly effective for the retrieval of multimedia objects, such as images, sounds, and videos, where a direct analysis of the object features does not allow them to be linked to search terms, for example, nontextual/icon-based search, deep semantic search, or when search terms are unknown at the time the media repository is built. An adaptive search architecture is presented to enable the index to evolve with respect to user feedback, while a randomized query-processing technique guarantees avoiding local minima and allows the meaningful indexing of new media objects and new terms. The present adaptive search engine allows for the efficient community creation and updating of social media indexes, which is able to instill and propagate deep knowledge into social media concerning the advanced search and usage of media resources. Experiments with various relevance distribution settings have shown efficient convergence of such indexes, which enable intelligent search and sharing of social media resources that are otherwise hard to discover.